Download or read book Data Analytics for Social Microblogging Platforms written by Soumi Dutta and published by Academic Press. This book was released on 2022-11-04 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Data Analysis for Social Microblogging Platforms explores the nature of microblog datasets, also covering the larger field which focuses on information, data and knowledge in the context of natural language processing. The book investigates a range of significant computational techniques which enable data and computer scientists to recognize patterns in these vast datasets, including machine learning, data mining algorithms, rough set and fuzzy set theory, evolutionary computations, combinatorial pattern matching, clustering, summarization and classification. Chapters focus on basic online micro blogging data analysis research methodologies, community detection, summarization application development, performance evaluation and their applications in big data. - Investigates various methodologies and algorithms for data summarization, clustering and classification - Covers both theory and practical applications from around the world, across all related disciplines of Intelligent Information Filtering and Organization Systems - Explores different challenges and issues related to spam filtering, attribute selection, and classification for large datasets

Download or read book Big Data Analytics for Large Scale Multimedia Search written by Stefanos Vrochidis and published by John Wiley & Sons. This book was released on 2019-03-18 with total page 421 pages. Available in PDF, EPUB and Kindle. Book excerpt: A timely overview of cutting edge technologies for multimedia retrieval with a special emphasis on scalability The amount of multimedia data available every day is enormous and is growing at an exponential rate, creating a great need for new and more efficient approaches for large scale multimedia search. This book addresses that need, covering the area of multimedia retrieval and placing a special emphasis on scalability. It reports the recent works in large scale multimedia search, including research methods and applications, and is structured so that readers with basic knowledge can grasp the core message while still allowing experts and specialists to drill further down into the analytical sections. Big Data Analytics for Large-Scale Multimedia Search covers: representation learning, concept and event-based video search in large collections; big data multimedia mining, large scale video understanding, big multimedia data fusion, large-scale social multimedia analysis, privacy and audiovisual content, data storage and management for big multimedia, large scale multimedia search, multimedia tagging using deep learning, interactive interfaces for big multimedia and medical decision support applications using large multimodal data. Addresses the area of multimedia retrieval and pays close attention to the issue of scalability Presents problem driven techniques with solutions that are demonstrated through realistic case studies and user scenarios Includes tables, illustrations, and figures Offers a Wiley-hosted BCS that features links to open source algorithms, data sets and tools Big Data Analytics for Large-Scale Multimedia Search is an excellent book for academics, industrial researchers, and developers interested in big multimedia data search retrieval. It will also appeal to consultants in computer science problems and professionals in the multimedia industry.

Download or read book Data Science and Analytics written by Brajendra Panda and published by Springer. This book was released on 2018-03-07 with total page 666 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 4th International Conference on Recent Developments in Science, Engineering and Technology, REDSET 2017, held in Gurgaon, India, in October 2017. The 66 revised full papers presented were carefully reviewed and selected from 329 submissions. The papers are organized in topical sections on big data analysis, data centric programming, next generation computing, social and web analytics, security in data science analytics.

Download or read book Complex Data Analytics with Formal Concept Analysis written by Rokia Missaoui and published by Springer Nature. This book was released on 2022-06-29 with total page 277 pages. Available in PDF, EPUB and Kindle. Book excerpt: FCA is an important formalism that is associated with a variety of research areas such as lattice theory, knowledge representation, data mining, machine learning, and semantic Web. It is successfully exploited in an increasing number of application domains such as software engineering, information retrieval, social network analysis, and bioinformatics. Its mathematical power comes from its concept lattice formalization in which each element in the lattice captures a formal concept while the whole structure represents a conceptual hierarchy that offers browsing, clustering and association rule mining. Complex data analytics refers to advanced methods and tools for mining and analyzing data with complex structures such as XML/Json data, text and image data, multidimensional data, graphs, sequences and streaming data. It also covers visualization mechanisms used to highlight the discovered knowledge. This edited book examines a set of important and relevant research directions in complex data management, and updates the contribution of the FCA community in analyzing complex and large data such as knowledge graphs and interlinked contexts. For example, Formal Concept Analysis and some of its extensions are exploited, revisited and coupled with recent processing parallel and distributed paradigms to maximize the benefits in analyzing large data.

Download or read book Computational Intelligence and Data Analytics written by Rajkumar Buyya and published by Springer Nature. This book was released on 2022-09-01 with total page 616 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book presents high-quality research papers presented at the International Conference on Computational Intelligence and Data Analytics (ICCIDA 2022), organized by the Department of Information Technology, Vasavi College of Engineering, Hyderabad, India in January 2022. ICCIDA provides an excellent platform for exchanging knowledge with the global community of scientists, engineers, and educators. This volume covers cutting-edge research in two prominent areas – computational intelligence and data analytics, and allied research areas.

Download or read book Business Information Systems Workshops written by Witold Abramowicz and published by Springer. This book was released on 2017-01-21 with total page 447 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes revised papers from the six workshops held at the 19th International Conference on Business Information Systems, BIS 2016, held in Leipzig, Germany, in July 2016. The workshops included in this volume are: * The 8th Workshop on Applications of Knowledge-Based Technologies in Business - AKTB2016 accepted 7 papers from 14 submissions and features 1 invited talk. * The 7th Workshop on Business and IT Alignment - BITA 2016 selected 6 papers from 12 submissions. * The Workshop on Big Data and Business Analytics Ecosystems - DeBASE 2016 has 4 papers in this volume. * The First International Workshop on Intelligent Data Analysis in Integrated Social CRM - iCRM 2016 features 5 contributions. * The Second International Workshop on Digital Enterprise Engineering and Architecture - IDEA 2016 contributes 4 papers to this volume. * The First International Workshop on Integrative Analysis and Computation of Life Data for Smart Ecosystems - INCLuDE 2016 publishes 4 research papers. In addition, BIS hosted a Doctoral Consortium which was organized in a workshop formula. The best papers from this event are included in the book. In total, the workshops had 84 submissions of which 38 were accepted for publication.

Download or read book Big Data Analytics written by Vasudha Bhatnagar and published by Springer. This book was released on 2013-12-06 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed conference proceedings of the Second International Conference on Big Data Analytics, BDA 2013, held in Mysore, India, in December 2013. The 13 revised full papers were carefully reviewed and selected from 49 submissions and cover topics on mining social media data, perspectives on big data analysis, graph analysis, big data in practice.

Download or read book Designing and Developing Innovative Mobile Applications written by Samanta, Debabrata and published by IGI Global. This book was released on 2023-04-12 with total page 456 pages. Available in PDF, EPUB and Kindle. Book excerpt: Since mobile communication has become so ingrained in our daily lives, many people find it difficult to function without a cellphone. When the phone first came out, the only commonly used features were calling and sending text messages (texts). The intelligent mobile phone has proven to be a multipurpose tool that works best for communication and aids in learning, earning, and having fun. This in turn prompted several developers to consider creating mobile applications. Designing and Developing Innovative Mobile Applications focuses on the fundamentals of the Android OS and its device features, the deployment of any Android application, and the activities and intents of Android programming. Covering key topics such as mobile pages, software development, and communication, this premier reference source is ideal for computer scientists, industry professionals, researchers, academicians, scholars, practitioners, instructors, and students.

Download or read book Proceedings of the 2nd International Conference on Neural Networks and Machine Learning 2023 ICNNML 2023 written by Ika Hesti Agustin and published by Springer Nature. This book was released on 2024 with total page 281 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Download or read book Advanced Information Networking and Applications written by Leonard Barolli and published by Springer Nature. This book was released on 2020-03-27 with total page 1493 pages. Available in PDF, EPUB and Kindle. Book excerpt: This proceedings book covers the theory, design and applications of computer networks, distributed computing and information systems. Today’s networks are evolving rapidly, and there are several developing areas and applications. These include heterogeneous networking supported by recent technological advances in power wireless communications, along with silicon integration of various functionalities such as sensing, communications, intelligence and actuations, which is emerging as a critically important disruptive computer class based on a new platform, networking structure and interface that enables novel, low-cost and high-volume applications. However, implemeting these applications has sometimes been difficult due to interconnection problems. As such, different networks need to collaborate, and wired and next-generation wireless systems need to be integrated in order to develop high-performance computing solutions to address the problems arising from these networks’ complexities. This ebook presents the latest research findings, as well as theoretical and practical perspectives on the innovative methods and development techniques related to the emerging areas of information networking and applications

Download or read book Online Survey Design and Data Analytics Emerging Research and Opportunities written by Hai-Jew, Shalin and published by IGI Global. This book was released on 2019-05-03 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Online survey research suites offer a vast array of capabilities, supporting the presentation of virtually every type of digital data – text, imagery, audio, video, and multimedia forms. With some researcher sophistication, these online survey research suites can enable a wide range of quantitative, qualitative, and mixed methods research. Online Survey Design and Data Analytics: Emerging Research and Opportunities is a critical scholarly resource that explores the utilization of online platforms for setting up surveys to achieve a specific result, eliciting data in in-depth ways and applying creative analytics methods to online survey data. Highlighting topics such as coding, education-based analysis, and online Delphi studies, this publication is ideal for researchers, professionals, academicians, data analysts, IT consultants, and students.

Download or read book Internet of Healthcare Things written by Kavita Sharma and published by John Wiley & Sons. This book was released on 2022-03-09 with total page 308 pages. Available in PDF, EPUB and Kindle. Book excerpt: INTERNET OF HEALTHCARE THINGS The book addresses privacy and security issues providing solutions through authentication and authorization mechanisms, blockchain, fog computing, machine learning algorithms, so that machine learning-enabled IoT devices can deliver information concealed in data for fast, computerized responses and enhanced decision-making. The main objective of this book is to motivate healthcare providers to use telemedicine facilities for monitoring patients in urban and rural areas and gather clinical data for further research. To this end, it provides an overview of the Internet of Healthcare Things (IoHT) and discusses one of the major threats posed by it, which is the data security and data privacy of health records. Another major threat is the combination of numerous devices and protocols, precision time, data overloading, etc. In the IoHT, multiple devices are connected and communicate through certain protocols. Therefore, the application of emerging technologies to mitigate these threats and provide secure data communication over the network is discussed. This book also discusses the integration of machine learning with the IoHT for analyzing huge amounts of data for predicting diseases more accurately. Case studies are also given to verify the concepts presented in the book. Audience Researchers and industry engineers in computer science, artificial intelligence, healthcare sector, IT professionals, network administrators, cybersecurity experts.

Download or read book Handbook of Research on Consumer Behavior Change and Data Analytics in the Socio Digital Era written by Keikhosrokiani, Pantea and published by IGI Global. This book was released on 2022-06-24 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt: The emergence of new technologies within the industrial revolution has transformed businesses to a new socio-digital era. In this new era, businesses are concerned with collecting data on customer needs, behaviors, and preferences for driving effective customer engagement and product development, as well as for crucial decision making. However, the ever-shifting behaviors of consumers provide many challenges for businesses to pinpoint the wants and needs of their audience. The Handbook of Research on Consumer Behavior Change and Data Analytics in the Socio-Digital Era focuses on the concepts, theories, and analytical techniques to track consumer behavior change. It provides multidisciplinary research and practice focusing on social and behavioral analytics to track consumer behavior shifts and improve decision making among businesses. Covering topics such as consumer sentiment analysis, emotional intelligence, and online purchase decision making, this premier reference source is a timely resource for business executives, entrepreneurs, data analysts, marketers, advertisers, government officials, social media professionals, libraries, students and educators of higher education, researchers, and academicians.

Download or read book Urban Commons Future Smart Cities and Sustainability written by Uday Chatterjee and published by Springer Nature. This book was released on 2023-05-23 with total page 1046 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a critical theoretical framework for understanding the implementation and development of smart cities as innovation drivers, with long-term effects on productivity, livability, and the sustainability of specific initiatives. This framework is based on an empirical analysis of 21 case studies, which include pioneer projects from various regions. It investigates how successful smart city initiatives foster technological innovation by combining regulatory governance and private agency. The typologies of smart city-making approaches are thoroughly examined. This book presents the holistic approach of smart cities, which start from current issue and challenges, advanced technological development, disaster mitigation, ecological perspective, social issue, and urban governance. The book is organized into five major parts, which reflect interconnection between theories and practice. Part one explains the introduction which reflects the diversity and challenges of the urban commons and its regeneration. Part two covers the current and future situation of urban growth, anglomeration agglomeration, and urban infrastructure. This section includes rethinking urban sprawl: moving towards sustainable cities, drivers of urban growth and infrastructure, urban land use dynamics and urban sprawl and urban infrastructure sustainability and resilience. Part three describes climate crisis, urban health, and waste management. This section includes climate change and health impacts in urban areas, green spaces: an invaluable resource for delivering sustainable urban health, health and wellbeing and quality of life in the changing urban environment, urban climate and pollution—case study, sustainable urban waste management and urban sustainability and global warming and urban heat Island. Part four covers the ecological perspectives, advanced technology, and social impact for i.e., smart building, ecosystem services, society and future smart cities (SSC). This section includes urban ecosystem services, environmental planning, and city management, artificial intelligence and urban hazards and societal impact, and using geospatial application and urban/smart city energy conservation—case study. Part five covers urban governance, smart solutions, and sustainable cities. It includes good governance, especially e-governance and citizen participation, urban governance, space and policy planning to achieve sustainability, smart city planning and management and Internet of things (IoT), advances in smart roads for future smart cities, sustainable city planning, innovation, and management, future strategy for sustainable smart cities and lessons from the pandemic: the future of smart cities.

Download or read book Graph Databases written by Christos Tjortjis and published by CRC Press. This book was released on 2023-10-13 with total page 208 pages. Available in PDF, EPUB and Kindle. Book excerpt: With social media producing such huge amounts of data, the importance of gathering this rich data, often called "the digital gold rush", processing it and retrieving information is vital. This practical book combines various state-of-the-art tools, technologies and techniques to help us understand Social Media Analytics, Data Mining and Graph Databases, and how to better utilize their potential. Graph Databases: Applications on Social Media Analytics and Smart Cities reviews social media analytics with examples using real-world data. It describes data mining tools for optimal information retrieval; how to crawl and mine data from Twitter; and the advantages of Graph Databases. The book is meant for students, academicians, developers and simple general users involved with Data Science and Graph Databases to understand the notions, concepts, techniques, and tools necessary to extract data from social media, which will aid in better information retrieval, management and prediction.

Download or read book Examining Contributions to a Corporate Microblog as a Basis for an Employee Incentive System written by Jochen Adler and published by Anchor Academic Publishing (aap_verlag). This book was released on 2013-06-01 with total page 89 pages. Available in PDF, EPUB and Kindle. Book excerpt: Social media and social networks seem to be conquering human relationships. Corporations increasingly expect business benefits from such platforms for employee-to-employee networking and internal collaboration. Firstly, however, social software platforms have to be introduced into an organization successfully, which often requires strategic and cultural changes before the new technology effectively supports everyday work tasks and corporate procedures. Companies will thus be looking for ways to promote usage of the new platforms and influence employee behavior accordingly. After a review of selected relevant scientific theory and practical examples of social software analysis, this publication analyzes over 50,000 employee contributions to an internal microblogging platform used over a period of two years in a global corporation. The subsequent analysis tries to find a metric for organizationally desired behavior. The nature of microblogging - short text messages that propagate across a network by means of very basic mechanisms, like subscription, repeats or responses - seems very well suited for such a purpose. Two metrics, describing an employees’ influence across the network and the utility of their contributions as recognized by peers, were combined in a single numerical score. Such scoring could be used as a factor within an employee incentive system intended to reward extraordinarily active or useful contributors.

Download or read book Big Data Analytics and Knowledge Discovery written by Robert Wrembel and published by Springer Nature. This book was released on 2023-08-09 with total page 407 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the proceedings of the 25th International Conference on Big Data Analytics and Knowledge Discovery, DaWaK 2023, which took place in Penang, Malaysia, during August 29-30, 2023. The 18 full papers presented together with 19 short papers were carefully reviewed and selected from a total of 83 submissions. They were organized in topical sections as follows: Data quality; advanced analytics and pattern discovery; machine learning; deep learning; and data management.